Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline.
Ilaria BonavitaXavier Rafael-PalouMario CeresaGemma PiellaVicent J. RibasMiguel Ángel González BallesterPublished in: CoRR (2019)
Keyphrases
- pulmonary nodules
- computer aided diagnosis
- cancer classification
- convolutional neural networks
- lung cancer
- cancer diagnosis
- thoracic ct images
- ct scans
- ct images
- computer aided
- lung parenchyma
- gene selection
- microarray
- random forest
- medical images
- gene expression data
- microarray data
- receiver operating characteristic
- breast cancer
- computed tomography
- gene expression profiles
- medical imaging
- image analysis
- x ray
- data analysis
- feature selection
- data sets
- data mining
- gene expression
- support vector machine svm
- image processing
- experimental conditions
- cluster analysis
- text classification
- decision trees
- computer vision